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Field
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-relational technologies such as SQL/PLSQL, MongoDB and graph databases (e.g., Neo4J). Proven experience in design and development of networked applications and distributed systems. Knowledge of computer
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foundations, focusing on the structure and complexity of quantum computational models; (ii) optimization and related graph-theoretic methods, using polyhedral geometry and algorithmic optimization (e.g., vertex
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Physics, Spectral Theory, Quantum Chaos, Large Graphs and Quantum Walks. Related areas such as Quantum Information can also be considered. This position is offered through the research funds of Mostafa
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systems architecting AI/ML-driven clinical and operational decision support Digital health and learning health systems Healthcare operations, resource allocation, and workflow optimization Network, graph
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Max Planck Institute for Astrophysics, Garching | Garching an der Alz, Bayern | Germany | 2 months ago
. Project Description The successful candidate will work on the development of a Gaussian Process regression framework on graphs and its integration into: the Numerical Information Field Theory (NIFTy
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areas: Generative AI Agentic AI Graph Representation Learning and Modeling Foundation Models Large Language Models Multimodal Learning Forecasting Models Basic Qualifications A Ph.D. or equivalent degree
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chemistry, conventional and enhanced sampling molecular dynamics simulations, generative AI, graph theory and more to characterize biomolecular systems. The project is predominantly an applied project
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ability to bring these tools to bear on problems in data analysis and complex systems. Experience designing and implementing mathematical measures of complex systems, ideally on graph- or simplicial-complex
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systems • Healthcare operations, resource allocation, and workflow optimization • Network, graph, and agent-based modeling for care delivery • Health equity, patient access, and system resilience • Multi
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, graphs, photographs, figures, and manuscripts for papers, meetings, and for publication in journals. Prepare slides for presentation at scientific conferences and meetings. Assist with research grant